Discuss the major application of NLP.

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 Application of NLP

NLP is one of the ways that people have humanized machines and reduced the need for labor. It has led to the automation of speech-related tasks and human interaction. Some applications of NLP include:

Translation Tools: Tools such as Google Translate, Amazon Translate, etc. translate sentences from one language to another using NLP.

Chatbots: Chatbots can be found on most websites and are a way for companies to deal with common queries quickly.

Virtual Assistants: Virtual Assistants like Siri, Cortana, Google Home, Alexa, etc. can not only talk to you but understand commands given to them.

Targeted Advertising: Have you ever talked about a product or service or just googled something and then started seeing ads for it? This is called targeted advertising, and it helps generate tons of revenue for sellers as they can reach niche audiences at the right time.

Autocorrect: Autocorrect will automatically correct any spelling mistakes you make, apart from this grammar checkers also come into the picture which helps you write flawlessly.

Sentiment Analysis: Sentiment Analysis is also known as opinion mining. It is used on the web to analyze the attitude, behavior, and emotional state of the sender. This application is implemented through a combination of NLP and statistics by assigning the values to the text (positive, negative, or natural), identifying the mood of the context (happy, sad, angry, etc.).

Spam Detection: Spam detection is used to detect unwanted e-mails getting to a user's inbox.

Speech Recognition: Speech recognition is used for converting spoken words into text. It is used in applications, such as mobile, home automation, video recovery, dictating to Microsoft Word, voice biometrics, voice user interface, and so on.

Information extraction: Information extraction is one of the most important applications of NLP. It is used for extracting structured information from unstructured or semi-structured machine-readable documents.

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